xJawn NHL expected goals

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MTL 5 – 2 DAL

Montréal Canadiens at Dallas Stars

Final · Oct 29, 2026
2026-27 · regular season
The call
DAL 59.0% ✗
expected 2.62–3.16 · MTL won 5–2
actual xG
2.66–1.91
xG share, predicted → actual
MTL 45% → 58%55% → 42% DAL
Today's puzzle Remember Some Guys — name the skater from the shape of his career. Three clues, one guess a day. Play →
On the ice
Adjusts with rink filters

Strength and score are read from MTL's side, the same minutes at both ends: PP = MTL power play · PK = DAL power play · Leading = MTL ahead · ST = each club's own power play.

MTL attacks◀ all strengths
DAL attacksall strengths ▶
× goal• on net ◦ missed· blocked hover any attempt for the shooter, its xG and everything the model saw
How to read this map

One rink, both teams: MTL attacks the left net, DAL the right. Every attempt is a Gaussian bump of height = its model xG. The controls switch the surface (xG heatmap ↔ vs league) and the markers; vs league compares this game against a typical NHL team-game under the same filter (2026-27 regular season, 283 games), so a 5v5 view is measured against league 5v5.

A strength or score filter is read from MTL's side and mirrored for DAL: “MTL PP” shows MTL's power-play attempts on the left and DAL's shorthanded attempts on the right — the same minutes of the game at both ends. Empty-net attempts are excluded unless you include them. The Player control narrows the map and the rows beneath it to the attempts by either club while one player was on the ice (for a goalie, while he was in net); his own attempts wear a blue ring. vs league switches off while a player is picked — the league baseline is a whole team-game, which one player's slice is not. Hover any attempt for the shooter, the result, its xG, and the inputs behind it: clock, strength, score, shot type, distance, angle, handedness, rush/rebound, what happened just before, and the goalie or the blocker.

What each side produced

all strengths · this game
MTL DAL
bars share a scale within each row · the longer bar is the row's leader
Goalson the map
4 2
Expected goals
2.67 1.91
xG%share of xG
58% 42%
High-dangerattempts ≥ 0.20 xG
1 0
Shots on goal
20 19
Attempts
43 38
xG by period · whole game 1st1.0–0.72nd0.6–0.93rd1.1–0.4

The Canadiens beat the Stars 5–2 on the road, and the chances agreed: MTL out-created DAL 2.7–1.9 in expected goals. The Stars power play made 0.9 xG on 9 attempts.

Counts come from the shot table behind the map: empty-net attempts and the shootout are excluded, so the goals here can trail the official final by an empty-netter or the shootout's deciding goal. Same numbers as the post-game cards.

As the game went

all situations · this game
cumulative MTL − DAL xG · bands = power plays · lines = goals
1ST2ND3RD+0.5−0.5+1−1MTL AHEAD ▲DAL AHEAD ▼
How to read this

One line: cumulative MTL minus DAL expected goals. Above zero MTL is ahead on chances, below zero DAL is. Shaded bands are power plays in the side's colour; vertical lines are goals.

Goals

this game
xG = the chance, before it went in
TeamScorerPeriodTimexG
MTLCole Caufield 1st7:24 0.10
MTLAlex Newhook 1st16:05 0.19
MTLCole Caufield 1st16:32 0.12
MTLAlex Newhook 2nd6:11 0.21
MTLPhillip Danault 3rd19:12 EN 0.61
DALWyatt Johnston 1st12:53 PP 0.13
DALJamie Benn 2nd8:52 0.08
Who

Skaters

all · whole game · this game
on-ice xG for and against, his own attempts, the net
strength
period
sort
How to read this

Every skater: on-ice xG against to the left of zero, for to the right, his own attempts as the solid bar, a hash at the net. The slim track under the name is ice time. The chart opens sorted by net, best first; pick another key to re-order it, and click the same key again to flip it. A name opens the player's page. Pick a period and every bar re-lays for that period alone on the same scale as the whole game, so the three periods add up to it; a skater who did not play in it fades to the bottom.

MTL
against for own net ice time
0.50.5111.51.50Oliver KapanenF11:50+1.02Chris KreiderF12:23+0.75Juraj SlafkovskýF18:26+0.70Alexandre TexierF14:34+0.57Cole CaufieldF18:21+0.57Lane HutsonD21:55+0.50Alex NewhookF18:47+0.49Zachary BolducF15:20+0.42Adam EngstromD10:42+0.41Kirby DachF13:29+0.26Alexandre CarrierD23:47+0.13Florian XhekajF6:54+0.07Arber XhekajD11:02-0.11Kaiden GuhleD25:02-0.16Jake EvansF16:57-0.25Noah DobsonD20:24-0.25Josh AndersonF15:42-0.26Phillip DanaultF19:26-0.29
0.50.5110Oliver KapanenF8:46+0.68Alex NewhookF12:54+0.57Chris KreiderF8:57+0.56Arber XhekajD9:12+0.42Adam EngstromD10:15+0.41Alexandre TexierF11:08+0.39Alexandre CarrierD20:38+0.34Cole CaufieldF13:33+0.33Josh AndersonF11:46+0.32Juraj SlafkovskýF13:30+0.31Noah DobsonD13:25+0.26Jake EvansF12:26+0.24Kaiden GuhleD20:27+0.21Kirby DachF9:02+0.15Lane HutsonD16:43+0.12Florian XhekajF6:54+0.07Zachary BolducF11:02+0.02Phillip DanaultF14:52-0.00
0.250.250.50.50Lane HutsonD4:43+0.40Juraj SlafkovskýF4:32+0.40Zachary BolducF4:18+0.40Alex NewhookF3:32+0.34Oliver KapanenF3:04+0.34Cole CaufieldF4:34+0.24Kirby DachF4:09+0.24Chris KreiderF3:26+0.18Alexandre TexierF3:26+0.18Noah DobsonD3:15+0.18Kaiden GuhleD0:24+0.00Phillip DanaultF0:17+0.00Jake EvansF0:15+0.00Josh AndersonF0:03+0.00Alexandre CarrierD0:02+0.00
0.250.250.50.50.750.750Adam EngstromD0:27+0.00Lane HutsonD0:05-0.01Kirby DachF0:18-0.13Alexandre CarrierD1:36-0.22Phillip DanaultF2:22-0.29Kaiden GuhleD2:40-0.37Alex NewhookF2:21-0.42Jake EvansF2:35-0.48Arber XhekajD1:50-0.52Josh AndersonF2:22-0.58Noah DobsonD3:20-0.69
DAL
against for own net ice time
0.50.5111.51.50Mikko RantanenF23:04+0.75Jason RobertsonF21:32+0.62Wyatt JohnstonF21:41+0.54Roope HintzF19:27+0.32Miro HeiskanenD29:47+0.24Tyler SeguinF17:01+0.22Justin HryckowianF13:20-0.01Matthew SeminoffF4:35-0.08Trey TaylorD10:44-0.19Thomas HarleyD24:53-0.19Jamie BennF11:58-0.29Colin BlackwellF8:45-0.40Nils LundkvistD17:01-0.49Joel KivirantaF10:04-0.57Tyler MyersD14:43-0.79Arttu HyryF13:21-0.89Lian BichselD16:01-0.90Sam SteelF16:21-0.97
0.50.5110Justin HryckowianF9:44-0.06Tyler SeguinF14:23-0.08Matthew SeminoffF4:35-0.08Thomas HarleyD21:57-0.13Mikko RantanenF16:15-0.15Wyatt JohnstonF15:23-0.18Trey TaylorD10:44-0.19Colin BlackwellF6:07-0.26Miro HeiskanenD17:43-0.27Joel KivirantaF7:22-0.28Jason RobertsonF14:43-0.29Jamie BennF11:53-0.29Roope HintzF13:30-0.38Tyler MyersD10:19-0.38Nils LundkvistD16:10-0.49Lian BichselD13:17-0.60Sam SteelF12:45-0.62Arttu HyryF9:03-0.66
0.250.250.50.50.750.75110Mikko RantanenF4:54+0.91Jason RobertsonF4:54+0.91Miro HeiskanenD4:40+0.91Wyatt JohnstonF4:18+0.72Roope HintzF4:17+0.70Tyler SeguinF0:40+0.29Justin HryckowianF0:38+0.19Thomas HarleyD0:19+0.00Jamie BennF0:05+0.00Nils LundkvistD0:05+0.00Arttu HyryF0:05+0.00
0.250.250.50.50Nils LundkvistD0:46+0.00Roope HintzF0:09+0.00Wyatt JohnstonF0:05+0.00Tyler SeguinF0:03+0.00Thomas HarleyD2:37-0.06Colin BlackwellF2:38-0.14Justin HryckowianF2:58-0.14Arttu HyryF4:13-0.23Joel KivirantaF2:42-0.29Lian BichselD2:44-0.30Sam SteelF3:12-0.36Miro HeiskanenD5:29-0.40Tyler MyersD4:24-0.41

Lines & pairs

all · whole game · this game
most-used units · when they played · on-ice xG lines are by strength · 5v5 shown
strength
period
sort
How to read this

The units that actually played together most at the chosen strength — forward lines and defence pairs at 5v5, the whole group on the ice on the power play or the kill — each with when it was on the ice at that strength across the game clock (period and power-play bands behind the strip) and on-ice xG against / for while the whole unit was out, at that strength only. Sorted by time together; pick another key to re-order, and a name opens the player's page. Pick a period and the strip veils the rest of the game while the bars re-lay for that period alone, on the whole game's scale.

MTL
on ice power play penalty kill xGA xGF
DAL
on ice power play penalty kill xGA xGF
POWER-PLAY UNITSPP1Mikko RantanenRoope HintzJason RobertsonMiro HeiskanenWyatt Johnston4:16+0.70SPARETyler Seguin0:40+0.29SPAREJustin Hryckowian0:38+0.19SPAREThomas Harley0:19+0.00SPAREJamie Benn0:05+0.00SPARENils Lundkvist0:05+0.00SPAREArttu Hyry0:05+0.001ST2ND3RD00.750.75

Matchups

5v5 · this game
every skater against every skater, goalies first · hover a cell
order
MTL won the chances DAL won them full colour = a margin of 0.75 xG or more taller = more time together (full height at 12:00) on together, dead even never on together G = goalie: his row or column is each skater against the whole other team
OettingerSeguinHintzRobertsonRantanenSteelJohnstonBlackwellSeminoffHryckowianBennKivirantaHyryHeiskanenHarleyLundkvistBichselMyersTaylorGL1L2L3L4D1D2D3GL1L2L3L4D1D2D3DobesCaufieldNewhookSlafkovskýDanaultTexierBolducKreiderAndersonKapanenEvansDachXhekajCarrierGuhleDobsonHutsonXhekajEngstrom
How to read this

Rows are MTL's skaters, columns DAL's, grouped the way they played: forward lines (L1 = the line that played together most), then defence pairs. Each cell covers the five-on-five time those two players shared the ice. Its colour is the club that out-chanced the other in that time — expected goals for minus against — and the stronger the colour, the bigger the margin. Each cell is also raised: the taller the block, the longer the two shared the ice, up to full height at 12:00 of five-on-five time. A grey cell means they met and it came out even; an open, flat one means they never met at five-on-five.

The first row and column are the goalies. A goalie is in net for every five-on-five second, so a skater's cell against the other side's goalie is all of that skater's five-on-five time against that team — the rest of his row or column added up — and the corner where the two goalies meet is the game's five-on-five. Those cells cover far more time than any pair, so they reach full colour sooner and stand at full height, a wall along each edge of the grid. A goalie change adds a second goalie row or column, each covering his own time.

Linemates share the ice, so a line against a line reads as a block. The margin is a total, not a rate: a long matchup has room to build a big gap and a thirty-second one does not — which is what the height is there to show: a tall, strong cell is the game's story; a short, strong one is a moment. Hover (or tap) any cell for the exact time together, the xG each way, attempts and goals. One game — a strong cell is what happened, not what would happen again.

The model

The prediction, scored

🔒 pregame · this game

Before puck drop the engine made DAL a 59.0% favorite, expecting a 2.62–3.16 game — MTL won 5–2, so the call missed. Every number in this section was issued before the game and is never re-graded.

pred. xGactual xG pred. 5v5actual 5v5 pred. STactual PP
MTL 2.622.66 1.832.07 0.570.60
DAL 3.161.91 1.890.99 1.060.91

Predicted 5v5 / special-teams portions come from the predicted map's strength splits (one shared scale per team pins the all-strengths total to its expected goals), so they don't sum exactly — the remainder is 4v4, 3v3, and other mixed states. The actual columns are the card's own counts (empty-net attempts excluded); the actual PP column is power-play xG only, the same bucket the predicted map's special-teams view draws.

The pregame score grid

🔒 pregame · this game

The likeliest finals the engine saw before the game, with what actually happened marked — ■ MTL · ■ DAL.

Likeliest finals (MTL–DAL)probability
2–2 7.5% tied after regulation — OT/SO decides
3–3 6.9% tied after regulation — OT/SO decides
2–4 4.6%
1–3 4.5%
2–3 3.8%
5–2 1.7% what happened
7.4%4.3%019.2%13.5%124.9%21.1%221.6%22.0%314.2%17.5%47.5%11.3%53.4%6.0%61.3%2.7%70.6%1.6%8+

Scoreline odds are the engine's own grid: each team's goals as a Poisson count, with the fitted adjustment for how often games end tied after regulation (ρ = 0.35), so these odds and the headline win probability come from the same numbers. The OT/SO layer is a separate fitted model and is already inside the headline win probability.

The pregame read

🔒 pregame · this game

The engine made DAL a 59.0% favorite — DAL controls 54.6% of the predicted xG. Of MTL's 2.62 expected goals, 1.83 should come at 5v5 and 0.57 on the power play; DAL projects 1.89 at 5v5 and 1.06 on the power play. The logistic challenger put the home side at 59.3%, Elo at 59.0%.

Why DAL 59.0%
win chance× expected goals
home ice +3.6 DAL ×1.08 · MTL ×1.00
5v5 play +3.3 DAL ×1.02 · MTL ×0.95
finishing +2.2 DAL ×1.07 · MTL ×1.02
goaltending −1.2 DAL ×0.92 · MTL ×0.94
schedule +1.0 DAL ×1.01 · MTL ×0.98
special teams −0.4 DAL ×1.00 · MTL ×1.01

Win chance is in points toward DAL (bars right of the line push toward DAL, left toward MTL). Each win-chance number is one-at-a-time: that piece reset to league average (neutral ice, a typical night's rest) on both sides and the game re-priced; the pieces interact, so they don't add up to the call. The multipliers are exact: a league-average team on neutral ice, on a typical night's rest, would expect 2.88 goals in this game, and each side's expected goals is that times its column of multipliers. Special teams reads small because the engine's power-play terms fit near zero, not because special teams don't matter.

Where the engine expected the goals

🔒 pregame · this game

The predicted surface, issued before puck drop — not this game's shots (those are the card's map above). MTL attacks the left net, DAL the right; each end multiplies where the attacking team generates xG this season by where its opponent concedes it, scaled so each end totals the engine's expected goals. Actual shots lays the game's unblocked attempts on top: × goals, • on net, ◦ missed.

Context

Tale of the tape

season to date

How each team fares on its own, season to date: per-game xG rates with league rank (of 32). Rank 1 is best on every row — orange ranks sit in the top third of the league, gray in the bottom third.

MTLDAL
3.05 (14th) Offense
xG for / game
2.91 (19th)
3.09 (18th) Defense
xG against / game
2.57 (4th)
0.68 (21st) Power play
PP xG / game
0.81 (13th)
1.00 (30th) Penalty kill
PP xG conceded / game
0.60 (5th)

Season-to-date form as of the site's latest build, shown for context — the ratings the engine actually used were its own as-of-game-day state. Replay this matchup in the lab →